calculateMeasures.m File Reference

Function to caluclate the error and performance measures for a simVarTable. More...

Functions
function	calculateMeasures (in simVarTable, in measureNames)
	Function to caluclate the error and performance measures for a simVarTable.

Detailed Description

Function to caluclate the error and performance measures for a simVarTable.

Author

Marlies Nitschke

Date

December, 2021

Function Documentation

calculateMeasures()

function calculateMeasures	(	in	simVarTable,
		in	measureNames
	)

Function to caluclate the error and performance measures for a simVarTable.

It adds the following columns for each measure to the simVarTable

• <measure>_sim_track comparing the columns "sim" and "mean"
• <measure>_sim_extra comparing the columns "sim" and "mean_extra" if there is extra data.
• <measure>_track_extra comparing the columns "mean" and "mean_extra" if there is extra data.

Supported measures and their functions:

• CMC (calculateCMC)
• Pearson (calculateCORR)
• rRMSE (calculateRelativeRMSE)
• RMSE (calculateRMSE)

Example:

simVarTable = calculateMeasures(simVarTable, {'CMC', 'RMSE'})

Parameters

smiVarTable	Table: Simulated, tracked and optionally reference data created with Collocation.report or Collocation.extractData.
measureNames	Cell array: Names of the measures which should be computed

Return values

smiVarTable

Table: Simulated, tracked and optionally reference data including columns for the measures

Examples

/home/runner/work/BioMAC-Sim-Toolbox/BioMAC-Sim-Toolbox/ExampleScripts/+IntroductionExamples/scriptPlotting.m.